AM_Stark · @123avneesh
4 followers · 24 posts · Server sigmoid.social

DINOv2: Learning Robust Visual Features without Supervision

Tricks applied to DINO and iBOT to learn robust/generic features for many downstream tasks

My summary on HFPapers: huggingface.co/papers/2304.071
arXiv: arxiv.org/abs/2304.07193
Demo: dinov2.metademolab.com/

#arxiv #PaperThread #foundationmodels

Last updated 1 year ago

AM_Stark · @123avneesh
4 followers · 22 posts · Server sigmoid.social

LidarCLIP or: How I Learned to Talk to Point Clouds

Align LiDAR encoder to CLIP image encoder and you can query LiDAR through image similarity or even text.

My summary on HFPapers: huggingface.co/papers/2212.068
arXiv: arxiv.org/abs/2212.06858
PWC: paperswithcode.com/paper/lidar

#arxiv #PaperThread #foundationmodels

Last updated 1 year ago

Bibiana Prinoth · @bibianaprinoth
759 followers · 844 posts · Server astrodon.social

T'S PAPER DAY!

Seidel & Prinoth et al. has just been accepted for publication in A&A and you can find it on arXiv already today: arxiv.org/abs/2308.13622

Let us tell you a bit more 👇🏼🧵

@JuliaVSeidel

#PaperThread #paper #exoplanets #observations #publication

Last updated 1 year ago

Bibiana Prinoth · @bibianaprinoth
735 followers · 806 posts · Server astrodon.social

Hello, world!

Look, it's me 👀 My second first-author paper has just been accepted for publication in A&A and you can find it on arXiv already today ✨

Let me tell you a bit about it 👇🏼🧵

(okay a lot, it's a big kid)

arxiv.org/abs/2308.04523

#thread #PaperThread #Astrodon #astronomy #observations

Last updated 1 year ago

AM_Stark · @123avneesh
2 followers · 17 posts · Server sigmoid.social

SNAP: Self-Supervised Neural Maps for Visual Positioning and Semantic Understanding

Top-view and ground-view images can make neural maps that aid visual positioning.

My summary on HFPapers: huggingface.co/papers/2306.054
arXiv: arxiv.org/abs/2306.05407
PapersWithCode: paperswithcode.com/paper/snap-

#arxiv #PaperThread #newpaper #ssl

Last updated 1 year ago

AM_Stark · @123avneesh
2 followers · 16 posts · Server sigmoid.social

Diffusion Models Beat GANs on Image Classification

Extract features (activations) at a block at a diffusion time step gives a decent classifier.

My summary on HFPapers: huggingface.co/papers/2307.087

arXiv: arxiv.org/abs/2307.08702

Links: [PapersWithCode](paperswithcode.com/paper/diffu)

#arxiv #newpaper #PaperThread #sd

Last updated 1 year ago

AM_Stark · @123avneesh
2 followers · 15 posts · Server sigmoid.social

How is ChatGPT's behavior changing over time?

Monitors trends in performance of GPT-4 and GPT-3.5 (backend LLMs of ChatGPT) from March 2023 to June 2023 on diverse tasks.

My summary on HFPapers: huggingface.co/papers/2307.090
arXiv: arxiv.org/abs/2307.09009
GitHub: github.com/lchen001/LLMDrift

#arxiv #newpaper #PaperThread #llm

Last updated 1 year ago

AM_Stark · @123avneesh
1 followers · 12 posts · Server sigmoid.social

WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models

Adding a fingerprint in the content and decoding to retrieve that fingerprint.

My summary on HFPapers: huggingface.co/papers/2306.047

Links: [PapersWithCode](paperswithcode.com/paper/wouaf), [website](wouaf.vercel.app/), [HuggingFace Space](huggingface.co/spaces/mpatel57), [Related - C2PA](c2pa.org/)

#arxiv #newpaper #PaperThread #diffusion

Last updated 1 year ago

AM_Stark · @123avneesh
1 followers · 12 posts · Server sigmoid.social

LightGlue: Local Feature Matching at Light Speed

Improving SuperGlue with changes to transformer (GNN matching). Iterative design gives speed boost.

My summary on HFPapers: huggingface.co/papers/2306.136

Links: [PapersWithCode](paperswithcode.com/paper/light), [GitHub](github.com/cvg/lightglue), [arxiv](arxiv.org/abs/2306.13643)

#lfm #arxiv #PaperThread #newpaper #gnn

Last updated 1 year ago

AM_Stark · @123avneesh
1 followers · 12 posts · Server sigmoid.social
AM_Stark · @123avneesh
1 followers · 7 posts · Server sigmoid.social

SketchMetaFace: A Learning-based Sketching Interface for High-fidelity 3D Character Face Modeling

An exciting mix of Pix2Pix, PIFu (SDF generation), and mesh refinement hacks to create a facial mesh from interactive sketching.

@_akhaliq tweet: twitter.com/_akhaliq/status/16

My summary post on HFPapers: huggingface.co/papers/2307.008

arXiv: arxiv.org/abs/2307.00804

GitHub: github.com/zhongjinluo/SketchM

#newpaper #PaperThread #arxiv

Last updated 1 year ago

Gbetondji · @jean72human
71 followers · 281 posts · Server sigmoid.social

AI systems fail to generalize to novel environments, that differ from their training environment. Crucially, they are vulnerable to spurious correlations.

To facilitate progress, we introduce Spawrious 🐾, a benchmark suite for robustness/OOD/domain generalization algorithms.

- Paper link arxiv.org/abs/2303.05470

[1/7]

#PaperThread #ai #newpaper #arxiv #cv #genai #machinelearning #artificialintelligence

Last updated 1 year ago

Romain Deffayet · @romain
28 followers · 24 posts · Server sigmoid.social

One can't judge a click model only by how well it ranks documents, we also need to make sure it actively identified and removed biases hidden in the logged data.

That's what we showed in our recent paper with Philipp Hager, Jean-Michel Renders and Maarten de Rijke.

arxiv.org/abs/2304.09560

#sigir23 #PaperThread #ultr #clickmodels #IR

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
603 followers · 622 posts · Server astrodon.social

Is this really me catching up to TODAY?

For the fifth paper of my (IT’S FROM TODAY!!), I chose a paper studying the planet MASCARA-4 b. If you are intrigued by that name, I recommend reading yesterday’s thread about MASCARA-1 b.

The title of the paper is “Detection of rubidium and samarium in the atmosphere of the ultra-hot Jupiter MASCARA-4 b” and was written by Jiang and collaborators.

Let’s check it out! 👇🏼🧵

🔗 arxiv.org/abs/2304.04948

#monthofarxiv #challenge #PaperThread

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
603 followers · 610 posts · Server astrodon.social

For the forth paper of my (catching up from yesterday again), I chose a paper studying the upper atmospheres of a couplet of planets.

The title of the paper is “Characterisation of the upper atmospheres of HAT-P-32 b, WASP-69 b, GJ 1214 b, and WASP-76 b through their He I triplet absorption” and was written by Lampón and collaborators.

Let’s dive right into it! 👇🏼🧵

🔗 arxiv.org/abs/2304.03839

#monthofarxiv #challenge #PaperThread

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
603 followers · 607 posts · Server astrodon.social

I have been reading two papers today that I will share in a after dinner. Stay tuned to read about helium and samarium 🤓

** checks where samarium is on the periodic table 🫣 **

#PaperThread

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
601 followers · 592 posts · Server astrodon.social

Paper No. 2 for today!

For the third paper of my I have chosen a paper from my own field. I hope that I can give you a personal flavour, because it is about an important mechanism. Hooked? Follow me! 👇🏼🧵

The title of the paper is “The PEPSI Exoplanet Transit Survey. III: The detection of Fe I, Cr I and Ti I in the atmosphere of MASCARA-1 b through high-resolution emission spectroscopy” and was written by Scandariato et al.

🔗 arxiv.org/abs/2304.03328

#monthofarxiv #challenge #PaperThread

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
601 followers · 578 posts · Server astrodon.social

For the second paper in my , I read a paper that is again not really in my field, but I just love reading about Hycean Worlds, maybe because I can somehow picture them? 🤔

The title of today’s first paper (originally from Friday) is “The Runaway Greenhouse Effect on Hycean Worlds” and it is written by Hamish Innes, Shang-Min Tsai and Raymond T. Pierrehumbert.

What is a Hycean world, you wonder? Well, let’s find out together! 👇🏼🧵

🔗 arxiv.org/abs/2304.02698

#monthofarxiv #challenge #PaperThread

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
591 followers · 550 posts · Server astrodon.social

And this was it, everyone! I hope you enjoyed this little about "G 68-34: A Double-Lined M-Dwarf Eclipsing Binary in a Hierarchical Triple System" by Pass&Charbonneau, 2023.

I really loved reading this paper, even though I was a bit worried I wouldn't understand a thing...

A double-lined M-dwarf eclipsing binary doesn't sound so scary anymore, does it? 😇

#PaperThread

Last updated 2 years ago

Bibiana Prinoth · @bibianaprinoth
591 followers · 542 posts · Server astrodon.social

So let's get this party started!

For the first paper in my , I decided to go a little wild: I picked a paper that isn't really in my research field. Why not start this challenge with a real challenge?

The title of the paper is "G 68-34: A Double-Lined M-Dwarf Eclipsing Binary in a Hierarchical Triple System" and it is written by Emily K. Pass and David Charbonneau.

A double-lined M-dw... what? Well, let's get into this! 👇🏼🧵

🔗 arxiv.org/abs/2304.02466

#monthofarxiv #challenge #PaperThread

Last updated 2 years ago